Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

R61

3ed48a65-8b87-55fe-93e3-d470a331e44c

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
overall_survival_months
59
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • MYC_TARGETS_V2+0.530
  • INTERFERON_ALPHA_RESPONSE+0.420
  • INTERFERON_GAMMA_RESPONSE+0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.290
  • ALLOGRAFT_REJECTION+0.280
  • ANGIOGENESIS+0.270
  • OXIDATIVE_PHOSPHORYLATION+0.250
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.220
  • IL6_JAK_STAT3_SIGNALING+0.220
  • UV_RESPONSE_UP+0.220

Top 10 suppressed

  • PROTEIN_SECRETION-0.400
  • TGF_BETA_SIGNALING-0.350
  • UV_RESPONSE_DN-0.350
  • ANDROGEN_RESPONSE-0.310
  • WNT_BETA_CATENIN_SIGNALING-0.280
  • FATTY_ACID_METABOLISM-0.220
  • MTORC1_SIGNALING-0.220
  • HEDGEHOG_SIGNALING-0.210
  • PANCREAS_BETA_CELLS-0.210
  • SPERMATOGENESIS-0.210

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CQ-A4CD-01A-21R-A24Z-07
head-neck@1
0.741
2SRR12475141
colon-landscapes@1
0.736
3c4779698-5c81-4eed-80ac-80fdd47f658b
colon-landscapes@1
0.722
4TCGA-A7-A6VW-01A-21R-A33J-07
breast-umap@18
E0.718
5MNG1091
mng-umap@100
0.711
6SRR4195685
colon-landscapes@1
0.709
7TCGA-CV-A6JZ-01A-11R-A31N-07
head-neck@1
0.709
8TCGA-UF-A7JT-01A-11R-A34R-07
head-neck@1
0.707
9MNG1140
mng-umap@100
0.706
10SRR12475171
colon-landscapes@1
0.684

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 28 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.530Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.420Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.290Inavolisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.250Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.220Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.220Inavolisib— uncovered
UV_RESPONSE_UP0.220Idelalisib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
APICAL_SURFACE0.160Temsirolimus— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
COAGULATION0.140Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.140Idelalisib— uncovered
MYC_TARGETS_V10.140Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.130Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.120Idelalisib— uncovered
APICAL_JUNCTION0.110Inavolisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered